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The Human Element in Machine Learning with Prof. Catherine D’Ignazio, Prof. Jacob Andreas & Harini Suresh
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Context Aware Annotation of Social Media Data
The context in which data are created, pulled from and innotated is incredibly important when thinking about how to improve machine learning systems. Desmond patenslab at columbia works on like context aware annotations of social media data. And they the task that they're trying to do is analyze tweets from gang and volve youth in chicago. If you were to just read them without any awareness of the context and try to anotate them something that s like it super violent would be a failure.
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